ᡤᡝᠯᡳ ᡩᡝ ᠵᡠᠸᡝᠨ

Marigold V2 Depth

ᠵᡠᠸᡝᠪᡠᠮᠪᡳ

ᠮᠣᡩᡝᠯ id marigold-v2
# Run the model; wait up to 20 s for the finished result in the same call
curl -X POST "https://api.doitong.com/v1/run/marigold-v2?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "image": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
  }'

# Still "queued" or "running"? Poll with the id from the response:
curl "https://api.doitong.com/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"

ᡝᠨᡳ ᠵᠠᠯᡳᠨ: $0.03 30 API ᠺᠷᡝᡩᡳᠲ ᡝᡵᡝ ᠵᠠᠯᡳᠨᡩᡝ ᠠᠰᡠᠮᠪᡳ

API ᡩᠠᠮᡠᠨ ᡤᠠᠯᠠ
Open model ᡤᠠᠳᠠᠨ ᠵᠠᠰᡳᠨ #depth#utility

ᡝᠮᡠ ᠵᡠᠸᡝ ᡩᡝ ᠴᡳᠯᡤᠠᠨ ᠣᠴᡳᠨᠠᠮᡝ ᡩᠠᠯᠵᡳᠮᡝ ᠵᡠᠸᡝᠯᡝᠨ᠂ ᠵᡠᠸᡝ ᠠᡵᠠᠯᡳ ᠰᡳᠨᡝᠰᡳᠨ᠂ ᠨᡝᠮᡝᠨ ᠠᡵᠠᠯᡳ ᠠᠯᡤᠠᠮᡝ ᠵᡠᠸᡝ ᠪᡳᠴᡳᡥᡝ

Open model · ᡤᠠᠳᠠᠨ

ᡳᠨᡝ ᡝᠮᡠᠨᡳᠩᡤᡝ ᡝᡵᡝᠮᡝ ᡩᡝ

ᡝᡵᡝ ᠵᡠᠯᡝᠨ ᡩᡝ ᡤᡝᡪᡳᠯᡝᠨ ᠪᠠᠶᠠᠨᠠᠮᡝ ᠠᠮᡪᠠᠯᠠ ᡶᡳᠯᡝᠮᡝ ᠪᡝᠶᡝᠮᡝ᠃ API ᠵᡳᡵᡤᠠᡳ ᡤᠠᡳᡥᠠᡩᡝ ᡤᡝᡪᡳᠯᡝᠨ ᠵᠠᠯᠠᠨᠠᠮᡝ ᠪᡠᠶᡝᠮᡝ ᠮᡠᠰᡝᡳ ᠰᡠᠯᡠᠨᡩᡝ ᠪᠠᠶᠠᠨᠠᠮᡝ᠂ ᠝ᠮᡤᡳ ᠮᡠᠰᡝ ᠠᠶᠠᠨ 7 ᡥᠠᠨ ᠰᠠᡳᠨᠠᠮᡝ᠃

ᡤᡳᠰᡠᠨ ᠪᡠᠶᡝᠮᡝ

ᠵᠠᡴᡠᠨᡳ ᠵᡠᠯᡝ ᡩᡝᡵᡤᡳ ᡩᡝᠪᡝᠰᡠᠮᡝ ᠵᡠᠯᡤᡝ ᠪᡠᠶᡝᠮᡝ᠈ ᡳᠨᡳ ᡤᡳᠰᡠᠨ ᠪᠠᡳ ᡝᠨᡝᠩᡤᡳ ᠠᠮᠪᡳ

•ᡴᠠᠷᠠᡴᡡ image_url
ᠪᡠᠮᠪᡳ ᡝᠮᡠ ᡩᠠᡵᠠᠮᡝ

ᡝᡵᡝᠮᡝ ᠪᡠᠮᡝ ᡤᠠᠳᠠᠨ URL.

image_size

ᠵᠠᠯᠠᠨ ᡳ ᠵᠠᠯᠠᠨ ᠮᡝᠯᡤᡝᠨ᠈ ᠠᡴᡠ ᠪᡝ ᠪᡠᠮᡝ ᡤᠠᠳᠠᠨ ᡳ ᠮᡝᠯᡤᡝᠨ ᠪᡝ 16 ᡳ ᠠᡩᠠᠯᡳ ᠵᠠᠯᠠᠨ᠈ `"square_hd"` ᠠᠯᡳ `"landscape_4_3"` ᠠᠯᡳ ᡝᠮᡠ `{width, height}` ᠪᡝ ᠪᡠᠮᡝᠨ. ᠵᠠᠯᠠᠨ ᠵᡠᠯᡝ ᠵᡝᠨ ᡩᡝ 16 ᡳ ᠠᡩᠠᠯᡳ ᠪᡠᠮᡝᠨ ᠣᠮᠪᡳ᠈ ᠠᡴᡠ 2048 pixels ᠴᡳ ᠠᠮᠪᠠᠨ ᠠᡴᡠ᠈ ᠮᡝᠯᡤᡝᠨ 1:16 ᠴᡳ 16:1 ᡩᡝ ᠪᠠᡳᠨ.

ᠵᡠᠯᡤᡝ ᠵᡝᡵᡤᡳ prediction_type · seed · enable_safety_checker
prediction_type ᠵᡠᠯᡝ depth

ᠪᡠᠶᡝᠮᡝ ᠪᡝ ᠠᠯᡳᠨ ᡳ ᠮᠠᠩᡤᠠᠨ ᡤᠠᠰᡥᠠᠨ ᡳ ᡩᠠᡵᠠᠨ.

ᠠᠳᠠᠯᡳ ᡤᠠᠳᠠᠨ ᠪᡝ ᠳᠠᡥᡳᠮᡝ ᠪᠠᡳᡨᠠᠯᠠᡥᠠ ᠣᡶᡳ᠂ ᠠᠳᠠᠯᡳ ᠪᡠᠶᡝᠮᡝ ᠪᡝ ᠳᠠᡥᡳᠮᡝ ᡤᠠᡳᠪᡠᠮᡝ ᠮᡠᡨᡝᠪᡠᡵᡝ ᡠᠮᠠᡳ ᡨᠣᡴᡨᠣᠪᡠᡥᠠᡴᡡ ᡠᠵᡠᡳ ᡨᠣᠨ᠃ ᠵᡠᠯᡝᡵᡳ ᠶᠠᠪᡠᡵᡝ ᠠᡵᡤᠠ ᠪᡝᠶᡝ ᡳᠨᡠ ᡝᠮᡠ ᡨᠣᡴᡨᠣᠪᡠᡥᠠ ᠠᠯᡥᠠᠮᡝ ᠣᡶᡳ᠂ ᡨᡝᡵᡝᡳ ᡤᡝᠪᡠᠯᡝᡵᡝ ᠪᠠ ᡥᡝᠮᡠ VAE ᡝᠨᡴᠣᠳᡝᡵ ᡳ ᡠᡥᡝᡵᡳ ᠠᡴᡡ ᡨᠣᠨ ᠪᡝ ᡤᠠᡳᡵᡝ ᠪᠠᠳᡝ ᠵᡝᠮᡨᡝᠯᡝᠪᡠᡥᡝᠪᡳ᠃

POST /run/marigold-v2?wait=20 ᠵᠠᠯᡳᠨ → $0.03
# Run the model; wait up to 20 s for the finished result in the same call
curl -X POST "https://api.doitong.com/v1/run/marigold-v2?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "image": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
  }'

# Still "queued" or "running"? Poll with the id from the response:
curl "https://api.doitong.com/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"

ᡝᠨᡳ ᠵᠠᠯᡳᠨ ᠪᡝ ᠵᠠᠯᠠᠨᠠᠮᡝ

ᡳᠨᡝ ᠵᠠᠯᠠᠨ ᡝᡵᡝ ᠪᡠᡵᡝᠪᡝᡵᡳ ᡩᡝ ᠪᡳᠮᡝ᠈ Doitong API ᡩᡝ ᠵᡝᠯᡤᡳ ᡩᠠᡵᠠᠮᡝ᠈ Remember ᠵᡠᠯᡝᠮᡝ ᡤᡳᠯᠠᠮᡝ localStorage ᡩᡝ ᠰᡠᠯᡝᠮᡝ ᠪᡳᠮᡝ API ᠵᠠᠯᠠᠨ ᠠᠪᠠᠮᡝ

Marigold V2 Depth ᡠᡵᡝᠮᡝ

ᡝᠮᡠ ᠵᡠᠸᡝ ᡩᡝ ᠨᠠᠶᠠᠨ ᠵᠠᠯᡳᠨ ᠪᡝ ᠵᠠᠯᡳᠨᠠᠮᡝ᠃ `prediction_type` ᡩᡝᠰᡳ ᠵᡠᠸᡝᠯᡝᠨ᠂ ᠵᡠᠸᡝ-ᠰᡳᠨᡝᠰᡳᠨ᠂ ᠨᡝᠮᡝᠨ ᠠᡵᠠᠯᡳ ᠠᠯᡤᠠᠮᡝ ᠵᡠᠸᡝ ᠪᡳᠴᡳᡥᡝ ᠰᡝᠯᡤᡳᠮᡝ᠃ ᠵᡠᠸᡝ ᠪᡝ PNG ᠵᠠᠯᡳᠨ ᡳ ᠠᠯᡤᠠᠮᡝ ᠪᡝᠯᡝᠮᡝ᠂ ᠶᠠᠯᡠ ᠲᡝᠨᠣᠮᡝ ᠪᡝ ᠠᠴᠠᠮᡝ ᠠᡴᡡ᠃ `image_size` ᠠᠮᠪᠠᠯᠠᠮᡝ ᠵᠠᠯᡳᠨ ᠠᡵᠠᠯᡳ 16 ᡳ ᠣᠯᡥᠣᠪᡠᠮᡝ 2048 ᡩᡝ ᠴᡳᠨᠠᠮᡝ᠂ ᠵᡝᠯᡤᡳ `seed` ᡳ ᠠᡳᠰᡳᠯᠠᠮᡝ ᠵᡠᠸᡝ ᠪᡝ ᠵᡝᠯᡤᡳ ᠠᠮᠪᠠᠯᠠᠮᡝ᠃

ᠵᠠᡴᡠᠨ

ᠵᠠᡴᡠᠨᡳ ᡤᡳᠰᡠᠨ ᠵᡝᠯᡤᡳ ᠠᠪᠠᠮᠪᡳ᠈ ᠨᡝᠮᡝ ᠮᡠᠰᡝ ᡠᠯᠠᠮᠪᡳ ᠵᠠᡴᡠᠨᡳ ᡤᡳᠰᡠᠨ

ᠵᡝᡵᡤᡳᡠᠯᠠᠮᡝ ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝᠠᠪᠠᠮᡝ ᠵᠠᠪᡠᠨ ᠵᠠᠯᠠᠨᡳ ᡤᡳᠰᡠᠨ
prediction_typeᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝenum
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝdepth
depthsee-through-depthnormalsalbedo
ᠪᡠᠶᡝᠮᡝ ᠪᡝ ᠠᠯᡳᠨ ᡳ ᠮᠠᠩᡤᠠᠨ ᡤᠠᠰᡥᠠᠨ ᡳ ᡩᠠᡵᠠᠨ.
image_urlᡴᠠᠷᠠᡴᡡ image
ᡠᠯᠠᠮᡝurl · image
ᡝᡵᡝᠮᡝ ᠪᡠᠮᡝ ᡤᠠᠳᠠᠨ URL.
image_sizeᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝobject
square_hdsquareportrait_4_3portrait_16_9landscape_4_3landscape_16_9
ᠵᠠᠯᠠᠨ ᡳ ᠵᠠᠯᠠᠨ ᠮᡝᠯᡤᡝᠨ᠈ ᠠᡴᡠ ᠪᡝ ᠪᡠᠮᡝ ᡤᠠᠳᠠᠨ ᡳ ᠮᡝᠯᡤᡝᠨ ᠪᡝ 16 ᡳ ᠠᡩᠠᠯᡳ ᠵᠠᠯᠠᠨ᠈ `"square_hd"` ᠠᠯᡳ `"landscape_4_3"` ᠠᠯᡳ ᡝᠮᡠ `{width, height}` ᠪᡝ ᠪᡠᠮᡝᠨ. ᠵᠠᠯᠠᠨ ᠵᡠᠯᡝ ᠵᡝᠨ ᡩᡝ 16 ᡳ ᠠᡩᠠᠯᡳ ᠪᡠᠮᡝᠨ ᠣᠮᠪᡳ᠈ ᠠᡴᡠ 2048 pixels ᠴᡳ ᠠᠮᠪᠠᠨ ᠠᡴᡠ᠈ ᠮᡝᠯᡤᡝᠨ 1:16 ᠴᡳ 16:1 ᡩᡝ ᠪᠠᡳᠨ.
seedᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝinteger | null
ᠠᠳᠠᠯᡳ ᡤᠠᠳᠠᠨ ᠪᡝ ᠳᠠᡥᡳᠮᡝ ᠪᠠᡳᡨᠠᠯᠠᡥᠠ ᠣᡶᡳ᠂ ᠠᠳᠠᠯᡳ ᠪᡠᠶᡝᠮᡝ ᠪᡝ ᠳᠠᡥᡳᠮᡝ ᡤᠠᡳᠪᡠᠮᡝ ᠮᡠᡨᡝᠪᡠᡵᡝ ᡠᠮᠠᡳ ᡨᠣᡴᡨᠣᠪᡠᡥᠠᡴᡡ ᡠᠵᡠᡳ ᡨᠣᠨ᠃ ᠵᡠᠯᡝᡵᡳ ᠶᠠᠪᡠᡵᡝ ᠠᡵᡤᠠ ᠪᡝᠶᡝ ᡳᠨᡠ ᡝᠮᡠ ᡨᠣᡴᡨᠣᠪᡠᡥᠠ ᠠᠯᡥᠠᠮᡝ ᠣᡶᡳ᠂ ᡨᡝᡵᡝᡳ ᡤᡝᠪᡠᠯᡝᡵᡝ ᠪᠠ ᡥᡝᠮᡠ VAE ᡝᠨᡴᠣᠳᡝᡵ ᡳ ᡠᡥᡝᡵᡳ ᠠᡴᡡ ᡨᠣᠨ ᠪᡝ ᡤᠠᡳᡵᡝ ᠪᠠᠳᡝ ᠵᡝᠮᡨᡝᠯᡝᠪᡠᡥᡝᠪᡳ᠃
enable_safety_checkerᠵᡠᠯᡝ
ᡠᠯᠠᠮᡝboolean
ᠵᠠᠯᠠᠨᡳ ᠵᡠᠯᡝtrue
ᠠᠰᡠᡵᠠᠮᡝ ᠠᠨᡩᠠ ᠪᡳᠮᡝ ᠰᠠᡳᠨ᠈ ᠵᡠᠴᡝᠨ ᠵᡠᠰᡝ ᠠᠰᡠᡵᠠᠮᡝ᠉
ᡴᠠᠷᠠᡴᡡ ᠵᠠᡴᡠᠨᡳ ᡤᡳᠰᡠᠨ᠈ ᠮᡠᠰᡝ ᡝᠮᡠ ᠠᠪᠠᠮᠪᡳ

ᠪᡠᠮᠪᡳᠯᡝᠰᡝ ᡝᠮᡠ ᡤᡝᠮᡠᠨᡳ https:// URL᠈ 10 MB ᡩᡝ ᡩᡝᠷᡤᡳ data: URI ᠵᡝᡵᡤᡳ ᡝᠮᡝ᠈ ᡳᠨᡝ ᠪᡠᠮᠪᡳᠯᡝᠰᡝᠨᡳ file_url ᠠᠪᠠᠮᠪᡳ ᠪᡠᠮᠪᡳ

ᠪᡠᠶᡝᠮᡝ

GET /requests/req_8k2m4q7x1z9c3v5b6n0p2r4t
{
  "id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
  "object": "request",
  "model": "marigold-v2",
  "status": "succeeded",
  "created_at": "2026-10-20T12:00:00Z",
  "started_at": "2026-10-20T12:00:02Z",
  "completed_at": "2026-10-20T12:00:09Z",
  "queue_position": null,
  "cost": {
    "credits": 30,
    "usd": "0.03",
    "charged": 30,
    "refunded": 0
  },
  "input": {
    "image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
  },
  "output": {
    "image": {
      "url": "https://content.doitong.com/dev-api/2026/10/20/req_8k2m4q7x1z9c3v5b6n0p2r4t/0-output.jpeg",
      "content_type": "image/jpeg",
      "file_name": "0-output.jpeg",
      "file_size": 1843200,
      "width": 1024,
      "height": 768
    },
    "seed": 42
  },
  "outputs": [
    {
      "type": "image",
      "url": "https://content.doitong.com/dev-api/2026/10/20/req_8k2m4q7x1z9c3v5b6n0p2r4t/0-output.jpeg",
      "content_type": "image/jpeg",
      "file_size": 1843200,
      "width": 1024,
      "height": 768,
      "stored": true
    }
  ],
  "error": null,
  "metrics": {
    "inference_seconds": 6.8
  },
  "urls": {
    "self": "https://api.doitong.com/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t",
    "cancel": "https://api.doitong.com/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t/cancel"
  }
}
ᡤᡝᠯᡝᠮᡝ ᡥᡡᠯᡤᡠᠨᡳ ᡳᠨᡠᡝᠯᡝᡥᡝ outputs[].url ᠰᡠᠯᡠᠨ ᡩᡝ ᠰᡳᡵᡝ ᡶᡳᠯᡝ᠈ ᠝ᠮᡤᡳ ᠮᡠᠰᡝ ᠠᠪᠠᠯᡳ ᠵᡝᠮᡤᡳᠨ GB-ᠪᡳᠶᠠ ᠵᡝᠮᡤᡳᠨ ᠪᡝ ᡝᠮᡠᠯᡝᠮᡝ ᠠᠪᠠᠯᡳ 7 ᡥᠠᠨ ᠰᡳᠯᡤᠠᠨ ᡩᡝ᠈ ᠰᡳᠨᡳ ᠪᠠᠯᠠᠨᠰᡳ ᠵᡠᠶᡝᡵᡝᠨ ᠠᠪᠠᠯᡳ ?storage= ᡩᡝ ᡝᠵᡝᠨ ᡥᠠᠯᠠᠮᡝ᠉
ᡝᠮᡠ ᡤᡳᠰᡠᠨ ᡝᠮᡠ ᠮᠣᡩᡝᠯ ᡩᡝtype, url, content_type, width, height ᠮᠠᠩᡤᡳ duration᠈ ᠵᠠᠯᠠᠨ᠈ ᠪᡠᠵᡠᠮᠪᡳ ᠮᠠᠩᡤᡳ ᠵᡝᡵᡤᡳ ᡩᡝᠨᡳ᠈ output ᠮᠣᡩᡝᠯᡳᠨᡳ ᡝᠮᡠ ᠵᠠᠯᠠᠨ
ᠪᡠᠶᡝᠮᡝᠨᡳ ᡤᡳᠰᡠᠨ
image
object {url, content_type, file_name, file_size, width, height}PNG ᡩᡝ ᠪᡠᠶᡝᠮᡝ ᠪᡝ ᠣᠯᡥᠣ ᠪᡝ ᠵᠠᠯᠠᠨ᠈ ᡤᠠᠰᡥᠠᠨ ᡳ ᠵᠠᠯᠠᠨ ᠪᡝ ᠠᡴᡠ ᠪᡠᠮᡝᠨ.
seed
integerVAE encoder ᡩᡝ ᠮᡝᠯᡤᡝᠨ ᠪᡝ ᠰᠣᠩᡤᠣᠮᡝ ᠠᠯᡤᠠᠨ.

AI ᠠᡤᡝᠨᡨᡳ ᡠᠴᡠᠷᡳ᠈ ᡝᡵᡝ ᡩᡝᠪᡝᡵᡳ Markdown ᠰᡳᠨᡩᠠᡵᡳ https://doitong.com/mnc/developers/models/marigold-v2.md. ᡝᡵᡝ ᠮᠣᡩᡝᠯ ᠵᠠᡴᡠᠨ ᠰᡠᠯᡠᠮᡝ https://doitong.com/developers/llms.txt